MarvinLer / SparseConvMILLinks
Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726
☆25Updated 3 years ago
Alternatives and similar repositories for SparseConvMIL
Users that are interested in SparseConvMIL are comparing it to the libraries listed below
Sorting:
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images — Medical Image Analysis 2024☆35Updated last year
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆61Updated 3 years ago
- ☆71Updated 4 years ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 2 years ago
- Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine☆31Updated 3 years ago
- ☆35Updated 2 years ago
- ☆31Updated 2 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆55Updated 2 years ago
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆66Updated 2 years ago
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆25Updated 2 years ago
- Histopathology Image Analysis☆92Updated 2 years ago
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated last year
- machine-readable information for the TCGA dataset, mirrored from other sources☆20Updated 3 years ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated last year
- This repository contains the implementation of TILAb-score as described in the original paper.☆18Updated 5 years ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆57Updated 4 months ago
- ☆11Updated 2 years ago
- GPU-accelerated stain normalization command line tool☆22Updated last year
- A set of codes to classify H&E slides using deep learning☆30Updated 3 years ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 3 years ago
- Region-guided CycleGANs for stain transfer☆19Updated 2 years ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆23Updated 3 years ago
- ☆24Updated 2 years ago
- ☆45Updated 2 years ago
- ☆21Updated last year
- Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"☆18Updated 10 months ago
- Histopathology Slides Preprocessing Pipeline☆40Updated 4 months ago
- End-to-end pipeline to go from raw H&E slides to normalised extracted features for training☆26Updated last year
- ☆62Updated 9 months ago
- Evaluation code for the PanNuke dataset☆28Updated 4 years ago